Intermittency in relation with 1/f noise and stochastic differential equations
arXiv:1304.5132 · doi:10.1063/1.4802429
Abstract
One of the models of intermittency is on-off intermittency, arising due to time-dependent forcing of a bifurcation parameter through a bifurcation point. For on-off intermittency the power spectral density of the time-dependent deviation from the invariant subspace in a low frequency region exhibits 1/\sqrt{f} power-law noise. Here we investigate a mechanism of intermittency, similar to the on-off intermittency, occurring in nonlinear dynamical systems with invariant subspace. In contrast to the on-off intermittency, we consider the case where the transverse Lyapunov exponent is zero. We show that for such nonlinear dynamical systems the power spectral density of the deviation from the invariant subspace can have 1/f^βform in a wide range of frequencies. That is, such nonlinear systems exhibit 1/f noise. The connection with the stochastic differential equations generating 1/f^βnoise is established and analyzed, as well.
arXiv comment3 figures
References in corpus (19)
- Emergence of scaling in random networks
- Power laws, Pareto distributions and Zipf's law
- Statistical physics of social dynamics
- Evolutionary games on graphs
- Coevolutionary games - a mini review
- Power-Law Sensitivity to Initial Conditions within a Logistic-like Family of Maps: Fractality and Nonextensivity
- Point process model of 1/f noise versus a sum of Lorentzians
- Modeling 1/f noise
- 1/f noise from nonlinear stochastic differential equations
- noise and avalanche scaling in plastic deformation
- Modeling scaled processes and 1/f^b noise by the nonlinear stochastic differential equations
- Nonlinear stochastic models of 1/f noise and power-law distributions
- Autoregressive model of 1/f noise
- Stochastic nonlinear differential equation generating 1/f noise
- Tsallis distributions and 1/f noise from nonlinear stochastic differential equations
- Herding model and 1/f noise
- Multiplicative point process as a model of trading activity
- On stable laws in a one-dimensional intermittent map equipped with a uniform invariant measure
- Spectrum and 1-Stable Law in One-Dimensional Intermittent Map with Uniform Invariant Measure and Nekhoroshev Stability